{"id":"W4405990673","doi":"10.29173/cjfy30114","title":"Book Review of Lalonde, Julie S. (2020). Resilience Is Futile: The Life and Death and Life of Julie S. Lalonde. Toronto: Between the Lines.","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Gerontology; Sociology; Psychology; Psychoanalysis; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303066,0.001100357,0.001300452,0.003386206,0.001507269,0.002938741,0.001485118,0.002311523,0.03363133],"category_scores_gemma":[0.004516834,0.0006900836,0.0004367226,0.005044916,0.001500631,0.002734106,0.001266291,0.004541429,0.02120451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007356126,"about_ca_system_score_gemma":0.01052429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1098822,"about_ca_topic_score_gemma":0.3053506,"domain_scores_codex":[0.9991807,0.0001196545,0.00005823912,0.0001022435,0.0004629254,0.00007620468],"domain_scores_gemma":[0.9963063,0.001011776,0.0002095468,0.00007494308,0.00185583,0.0005415911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003875149,0.000001635642,0.00002630373,0.000185325,0.000001832374,0.00001326393,0.00005405325,0.00001345551,0.0000110591,0.0007075738,0.9871417,0.01183992],"study_design_scores_gemma":[0.000002094011,0.000002579719,0.0002137761,0.0005085245,0.000003034351,0.00006113286,0.00005712356,0.000004712684,0.000008550864,0.0002167699,0.9989175,0.000004228143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008727039,0.8669248,0.0002100383,0.07214942,0.03067915,0.00002114973,0.0005320382,0.00004667106,0.02934936],"genre_scores_gemma":[0.002547957,0.7831253,0.0004321554,0.04235287,0.01504189,0.00006259931,0.0006239431,0.00009511314,0.1557181],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8901178,"threshold_uncertainty_score":0.2184852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792073980271958,"score_gpt":0.2896844430198504,"score_spread":0.2717637032171308,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}